Normals - Adding an edge loop improves smooth shading
By smoothing normal direction is overriding by 'fake' normals which interpolated from surface area between edges.

There are detailed answered questions, one of them How to smooth shade an object while retaining hard edges?


And a little bit of theory Normals, Vertex Normals and Facing Ratio